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qwen3.5:9b-mlx

OLLAMA GGUF

nvfp4

Marginal

Aug 26, 2026 · Apple M1 Pro

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Jun 18, 2026 · AMD Ryzen 5 5500U

Global Score
54 vs 82
Hardware Fit
81 vs 71
Quality Score
43 vs 87

Hardware

qwen3.5:9b-mlx qwen3-coder:30b
MachineMacBook ProHP HP Pavilion Laptop 15-eh1xxx
CPUApple M1 ProAMD Ryzen 5 5500U
Cores1012
RAM16 GB63 GB
GPUApple M1 ProAMD Radeon(TM) Graphics
OSmacOS 26.6.2Microsoft Windows 10 Enterprise LTSC 10.0.19044
Archarm64x64
Power Modebalancedbalanced

Performance

qwen3.5:9b-mlx qwen3-coder:30b
Tokens/sec25.214.3
First chunk341 ms869 ms
TTFT6.3 s869 ms
Load time3.4 s0.3 s
Memory usage8.4 GB20.5 GB
Memory %52%32%

HW Fit Score Breakdown

qwen3.5:9b-mlx

Speed
50/50
TTFT
7/20
Memory
24/30

qwen3-coder:30b

Speed
22/50
TTFT
20/20
Memory
29/30

Quality

qwen3.5:9b-mlx

Reasoning
14/20
Coding
2/20
Instruction
4/20
Structured
4/15
Math
10/15
Multilingual
9/10
Reasoning: Adequate Coding: Poor Instruction Following: Poor Structured Output: Weak Math: Adequate Multilingual: Strong

qwen3-coder:30b

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View qwen3.5:9b-mlx details | View qwen3-coder:30b details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest